Hayretdin Bahsi

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 39

Top Topics

Forensic Analysis

Feature Selection

Malware Detection

Top Venues

Publications

Karl Tamberg, Hayretdin Bahsi
Harnessing Large Language Models for Software Vulnerability Detection: A Comprehensive Benchmarking Study. CoRR (2024)
Shaymaa Mamdouh Khalil, Hayretdin Bahsi, Tarmo Korõtko
Threat modeling of industrial control systems: A systematic literature review. Comput. Secur. 136 (2024)
Rajesh Kalakoti, Sven Nõmm, Hayretdin Bahsi
Enhancing IoT Botnet Attack Detection in SOCs with an Explainable Active Learning Framework. AIIoT (2024)
Pavel Chikul, Hayretdin Bahsi, Olaf Maennel
The Design and Implementation of a Semantic Web Framework for the Event-Centric Digital Forensics Analysis. ICISSP (2024)
Rajesh Kalakoti, Hayretdin Bahsi, Sven Nõmm
Improving IoT Security With Explainable AI: Quantitative Evaluation of Explainability for IoT Botnet Detection. IEEE Internet Things J. 11 (10) (2024)
Alejandro Guerra-Manzanares, Marcin Luckner, Hayretdin Bahsi
Corrigendum to Concept drift and cross-device behavior: Challenges and implications for effective android malware detection Computers & Security, Volume 120, 102757. Comput. Secur. 124 (2023)
Rajesh Kalakoti, Sven Nõmm, Hayretdin Bahsi
Improving Transparency and Explainability of Deep Learning Based IoT Botnet Detection Using Explainable Artificial Intelligence (XAI). ICMLA (2023)
Alejandro Guerra-Manzanares, Hayretdin Bahsi
On the application of active learning for efficient and effective IoT botnet detection. Future Gener. Comput. Syst. 141 (2023)
Mohammad Reza Heidari Iman, Pavel Chikul, Gert Jervan, Hayretdin Bahsi, Tara Ghasempouri
Anomalous File System Activity Detection Through Temporal Association Rule Mining. ICISSP (2023)
Alejandro Guerra-Manzanares, Hayretdin Bahsi, Marcin Luckner
Leveraging the first line of defense: a study on the evolution and usage of android security permissions for enhanced android malware detection. J. Comput. Virol. Hacking Tech. 19 (1) (2023)
Shaymaa Mamdouh Khalil, Hayretdin Bahsi, Henry Ochieng' Dola, Tarmo Korõtko, Kieran McLaughlin, Vahur Kotkas
Threat Modeling of Cyber-Physical Systems - A Case Study of a Microgrid System. Comput. Secur. 124 (2023)
Taofeek Mobolarinwa Balogun, Hayretdin Bahsi, Omer F. Keskin, Unal Tatar
A comparative framework for cyber threat modelling: case of healthcare and industrial control systems. Int. J. Crit. Infrastructures 19 (5) (2023)
Seyed Mohammad Hadi Mirsadeghi, Hayretdin Bahsi, Risto Vaarandi, Wissem Inoubli
Learning From Few Cyber-Attacks: Addressing the Class Imbalance Problem in Machine Learning-Based Intrusion Detection in Software-Defined Networking. IEEE Access 11 (2023)
Ulrik Franke, Even Langfeldt Friberg, Hayretdin Bahsi
Maritime cyber-insurance: the Norwegian case. Int. J. Crit. Infrastructures 18 (3) (2022)
Seyed Mohammad Hadi Mirsadeghi, Hayretdin Bahsi, Wissem Inbouli
Deep Learning-Based Detection of Cyberattacks in Software-Defined Networks. ICDF2C (2022)
Alejandro Guerra-Manzanares, Marcin Luckner, Hayretdin Bahsi
Concept drift and cross-device behavior: Challenges and implications for effective android malware detection. Comput. Secur. 120 (2022)
Alejandro Guerra-Manzanares, Marcin Luckner, Hayretdin Bahsi
Android malware concept drift using system calls: Detection, characterization and challenges. Expert Syst. Appl. 206 (2022)
Alejandro Guerra-Manzanares, Hayretdin Bahsi
On the relativity of time: Implications and challenges of data drift on long-term effective android malware detection. Comput. Secur. 122 (2022)
Alejandro Guerra-Manzanares, Hayretdin Bahsi
On the Application of Active Learning to Handle Data Evolution in Android Malware Detection. ICDF2C (2022)
Rajesh Kalakoti, Sven Nõmm, Hayretdin Bahsi
In-Depth Feature Selection for the Statistical Machine Learning-Based Botnet Detection in IoT Networks. IEEE Access 10 (2022)
Hayretdin Bahsi, Henry Ochieng' Dola, Shaymaa Mamdouh Khalil, Tarmo Korõtko
A Cyber Attack Taxonomy for Microgrid Systems. SoSE (2022)
Faisal Sumaila, Hayretdin Bahsi
Digital forensic analysis of mobile automotive maintenance applications. Digit. Investig. 43 (Supplement) (2022)
Pavel Chikul, Hayretdin Bahsi, Olaf Maennel
An Ontology Engineering Case Study for Advanced Digital Forensic Analysis. MEDI (2021)
Joanna Rose Del Mar-Raave, Hayretdin Bahsi, Leo Mrsic, Kresimir Hausknecht
A machine learning-based forensic tool for image classification - A design science approach. Digit. Investig. 38 (2021)
Alejandro Guerra-Manzanares, Hayretdin Bahsi, Sven Nõmm
KronoDroid: Time-based Hybrid-featured Dataset for Effective Android Malware Detection and Characterization. Comput. Secur. 110 (2021)
Leonidas Tsiopoulos, Alar Kuusik, Jüri Vain, Hayretdin Bahsi
Model-Based Analysis of Secure and Patient-Dependent Pacemaker Monitoring System. BODYNETS (2020)
Alejandro Guerra-Manzanares, Jorge Medina-Galindo, Hayretdin Bahsi, Sven Nõmm
MedBIoT: Generation of an IoT Botnet Dataset in a Medium-sized IoT Network. ICISSP (2020)
Hayretdin Bahsi, Ulrik Franke, Even Langfeldt Friberg
The cyber-insurance market in Norway. Inf. Comput. Secur. 28 (1) (2020)
Alejandro Guerra-Manzanares, Jorge Medina-Galindo, Hayretdin Bahsi, Sven Nõmm
Using MedBIoT Dataset to Build Effective Machine Learning-Based IoT Botnet Detection Systems. ICISSP (Revised Selected Papers) (2020)
Alejandro Guerra-Manzanares, Sven Nõmm, Hayretdin Bahsi
In-depth Feature Selection and Ranking for Automated Detection of Mobile Malware. ICISSP (2019)
Hayretdin Bahsi, Veiko Dieves, Taivo Kangilaski, Peeter Laud, Leo Motus, Jaan Murumets, Illimar Ploom, Jaan Priisalu, Mari Seeba, Ermo Täks, Kaide Tammel, Piia Tammpuu, Kuldar Taveter, Avo Trumm, Tiia-Triin Truusa, Triin Vihalemm
Mapping the Information Flows for the Architecture of a Nationwide Situation Awareness System : (Poster). CogSIMA (2019)
Terézia Mézesová, Hayretdin Bahsi
Expert Knowledge Elicitation for Skill Level Categorization of Attack Paths. Cyber Security (2019)
Alejandro Guerra-Manzanares, Hayretdin Bahsi, Sven Nõmm
Differences in Android Behavior Between Real Device and Emulator: A Malware Detection Perspective. IoTSMS (2019)
Alejandro Guerra-Manzanares, Hayretdin Bahsi, Sven Nõmm
Hybrid Feature Selection Models for Machine Learning Based Botnet Detection in IoT Networks. CW (2019)
Sven Nomm, Alejandro Guerra-Manzanares, Hayretdin Bahsi
Towards the Integration of a Post-Hoc Interpretation Step into the Machine Learning Workflow for IoT Botnet Detection. ICMLA (2019)
Raquel Tabuyo-Benito, Hayretdin Bahsi, Pedro Peris-Lopez
Forensics Analysis of an On-line Game over Steam Platform. ICDF2C (2018)
Sven Nomm, Hayretdin Bahsi
Unsupervised Anomaly Based Botnet Detection in IoT Networks. ICMLA (2018)
Hayretdin Bahsi, Sven Nomm, Fabio Benedetto La Torre
Dimensionality Reduction for Machine Learning Based IoT Botnet Detection. ICARCV (2018)
Unal Tatar, Hayretdin Bahsi, Adrian V. Gheorghe
Impact assessment of cyber attacks: A quantification study on power generation systems. SoSE (2016)
Hayretdin Bahsi, Olaf Manuel Maennel
A Conceptual Nationwide Cyber Situational Awareness Framework for Critical Infrastructures. NordSec (2015)
Erdem Alparslan, Adem Karahoca, Hayretdin Bahsi
Security-level classification for confidential documents by using adaptive neuro-fuzzy inference systems. Expert Syst. J. Knowl. Eng. 30 (3) (2013)
Erdem Alparslan, Adem Karahoca, Hayretdin Bahsi
Classification of confidential documents by using adaptive neurofuzzy inference systems. WCIT (2011)
Hayretdin Bahsi, Albert Levi
Preserving organizational privacy in intrusion detection log sharing. CyCon (2011)
Hayretdin Bahsi, Albert Levi
Data Collection Framework for Energy Efficient Privacy Preservation in Wireless Sensor Networks Having Many-to-Many Structures. Sensors 10 (9) (2010)
Hayretdin Bahsi, Albert Levi
Energy Efficient Privacy Preserved Data Gathering in Wireless Sensor Networks Having Multiple Sinks. CSA (2009)
Erdem Alparslan, Hayretdin Bahsi
Security Level Classification of Confidential Documents Written in Turkish. UCMedia (2009)